Title :
End-point device compressed air consumption analysis by reverse engineering algorithm
Author :
Cupek, Rafal ; Folkert, Kamil ; Huczala, Lukasz ; Zonenberg, Dariusz ; Tomczyk, Jakub
Author_Institution :
Inst. of Inf., Silesian Univ. of Technol., Gliwice, Poland
Abstract :
In this paper the authors present an original methodology that may be useful for dedicated online compressed air consumption analyses for end-point devices. Unlike the classical forward engineering approaches, which are based on a detailed compressed air system description, the presented solution is based on reverse engineering and needs very little initial data. The proposed analytical approach is based on observations of machine behaviour. The presented results can be easily applicable for the assessment of energy efficiency, monitoring the degradation parameters of machines and quickly detecting anomalies in existing compressed air end point devices.
Keywords :
compressed air systems; condition monitoring; energy conservation; reverse engineering; anomaly detection; dedicated online compressed air consumption analyses; end-point device compressed air consumption analysis; energy efficiency; machine behaviour; machine degradation parameters; reverse engineering algorithm; Actuators; Algorithm design and analysis; Atmospheric modeling; Energy efficiency; Laboratories; Production; Reverse engineering; clusterisation; compressed air systems; control systems; energy efficiency; serial data analisys;
Conference_Titel :
Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
Conference_Location :
Vienna
DOI :
10.1109/IECON.2013.6700385